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CNN_Brain_Tumor

GusLovesMath•PUBLIC

Built a CNN for MRI brain tumor classification (Glioma, Meningioma, No Tumor, Pituitary) with 99.4% accuracy. Used data augmentation, optimized learning rates (Adam), and included EarlyStopping, ReduceLROnPlateau for superior performance, averting overfitting. Boosts early, accurate diagnosis, advancing medical treatment.

classificationconvolutional-neural-networksdata-sciencedeep-learning

Created on Oct 27, 2023

Updated on Mar 29, 2024

Stars

1

Forks

0

Watchers

1

Open Issues

0

Repository Health Score

❤️

35/100

Poor

Overall repository health assessment

Score Breakdown

Activity

Inactive - no updates in 3+ months

0/30

0%

Community

1 stars, 0 forks

0/30

0%

Documentation

Has description, wiki

15/20

75%

Maintenance

0.0% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Jupyter Notebook

100.0%

Dependencies

No package.json found

This might not be a Node.js project

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1

GusLovesMath

User

30

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